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2021 16:39:16 +0800 Subject: [PATCH 3/4] update_session_name --- README.md | 2 +- .../Basic Encodings and Embeddings.pptx} | Bin .../Embeddings_way.ipynb | 0 3 files changed, 1 insertion(+), 1 deletion(-) rename natural_language_processing/{pre-train I/Pre-train I ver.2.pptx => Basic Encodings and Embeddings/Basic Encodings and Embeddings.pptx} (100%) rename natural_language_processing/{pre-train I => Basic Encodings and Embeddings}/Embeddings_way.ipynb (100%) diff --git a/README.md b/README.md index dbffd9d..4cb835f 100644 --- a/README.md +++ b/README.md @@ -40,7 +40,7 @@ Aug 19 |
    **CV Course1**
  • Image Data Augmentation (Blake)
  • Torc Aug 24 |
      **CV Course3**
    **Advanced CNN Structures - Part2**
  • DenseNet (Jeff)
  • ShuffleNet
  • SENet
  • MobileNetV1-V3
  • EfficientNetV1-V2
  • NFNet
  • GhostNet
    • **CV Course4**
  • Loss function - Select & Design (Jeff)
  • | Aug 26 |
      **CV Course5**
    **Bag of training tricks (Jeff)**
  • [Stochastic Depth](https://arxiv.org/abs/1603.09382)
  • [Warm up](https://arxiv.org/abs/1512.03385)
  • [Label Smoothing](https://arxiv.org/abs/1906.02629)
  • [No Bias Weight Decay](https://arxiv.org/abs/1807.11205)
  • [Teacher-Student Knowledge Distillation](https://arxiv.org/abs/1503.02531)
  • [Mixup](https://arxiv.org/abs/1710.09412)
  • [Group Normalization](https://arxiv.org/abs/1803.08494)
  • [Weight Standardization](https://arxiv.org/abs/1903.10520)
    • **CV Course6**
    **Hands On - Build and Serve OCR engine**
  • [OCR-Captcha-Cracker](https://github.com/jeff52415/OCR-Captcha-Cracker)
  • | Aug 31 |
      **NLP Technical Class [1]**
    [**Missions & Metrics (Dini)**](https://docs.google.com/presentation/d/1xsv8n2JPu3YS6biDYnBZ1mxQo4yZyIptZnqEvLEWo_s/edit?usp=sharing)
  • Tasks of NLP
  • Common Metrics of NLP
    • **NLP Technical Class [2]**
    [**Preprocessing (Dini)**](https://docs.google.com/presentation/d/1y1gs_y_YbGYPAXPGEKCMThzCuJEdIiDwFbPqYWr7_JQ/edit?usp=sharing)
  • Removing
  • Normalizing
  • Tokenize
  • | -Sep 2 |
      **NLP Technical Class [3]**
    [**Pre-training I (Tsung-Wei)**](https://github.com/Cinnamon/2021TWBootcamp/tree/main/natural_language_processing/pre-train%20I)
  • Embedding definition
  • One-hot enocding
  • TF-IDF
  • N-gram
  • Word2Vec
  • Glove
  • | +Sep 2 |
      **NLP Technical Class [3]**
    [**Basic Encodings and Embeddings (Tsung-Wei)**](https://github.com/Cinnamon/2021TWBootcamp/tree/main/natural_language_processing/pre-train%20I)
  • Embedding definition
  • One-hot enocding
  • TF-IDF
  • N-gram
  • Word2Vec
  • Glove
  • | Sep 7 |
      **NLP Technical Class [4]**
    [**Pre-training II (Ian)**]()
  • Language models
  • Transformer
  • BERT: pre-training and fine-tuning
  • | Sep 9 |
      **CV Course7**
    **Vision transformer & Evolution (Jeff)**
  • DeiT, ViT
  • CaiT
  • VOVO
    • **Appendix A**
  • Research Review Flow (Dini)
  • | Sep 14 | **Pitching**
  • [Presentation](https://docs.google.com/presentation/d/1gfDYN5-RllJ33KLRo_GM8wRylgQ5dlHfMeFq02RKXEU/edit?usp=sharing) (Paul)
  • | diff --git a/natural_language_processing/pre-train I/Pre-train I ver.2.pptx b/natural_language_processing/Basic Encodings and Embeddings/Basic Encodings and Embeddings.pptx similarity index 100% rename from natural_language_processing/pre-train I/Pre-train I ver.2.pptx rename to natural_language_processing/Basic Encodings and Embeddings/Basic Encodings and Embeddings.pptx diff --git a/natural_language_processing/pre-train I/Embeddings_way.ipynb b/natural_language_processing/Basic Encodings and Embeddings/Embeddings_way.ipynb similarity index 100% rename from natural_language_processing/pre-train I/Embeddings_way.ipynb rename to natural_language_processing/Basic Encodings and Embeddings/Embeddings_way.ipynb From ce67f6b2cb55e7ce01385269c5ed0017d267d33d Mon Sep 17 00:00:00 2001 From: TsungweiLiu Date: Wed, 25 Aug 2021 16:40:25 +0800 Subject: [PATCH 4/4] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4cb835f..b0d7d0b 100644 --- a/README.md +++ b/README.md @@ -40,7 +40,7 @@ Aug 19 |
      **CV Course1**
  • Image Data Augmentation (Blake)
  • Torc Aug 24 |
      **CV Course3**
    **Advanced CNN Structures - Part2**
  • DenseNet (Jeff)
  • ShuffleNet
  • SENet
  • MobileNetV1-V3
  • EfficientNetV1-V2
  • NFNet
  • GhostNet
    • **CV Course4**
  • Loss function - Select & Design (Jeff)
  • | Aug 26 |
      **CV Course5**
    **Bag of training tricks (Jeff)**
  • [Stochastic Depth](https://arxiv.org/abs/1603.09382)
  • [Warm up](https://arxiv.org/abs/1512.03385)
  • [Label Smoothing](https://arxiv.org/abs/1906.02629)
  • [No Bias Weight Decay](https://arxiv.org/abs/1807.11205)
  • [Teacher-Student Knowledge Distillation](https://arxiv.org/abs/1503.02531)
  • [Mixup](https://arxiv.org/abs/1710.09412)
  • [Group Normalization](https://arxiv.org/abs/1803.08494)
  • [Weight Standardization](https://arxiv.org/abs/1903.10520)
    • **CV Course6**
    **Hands On - Build and Serve OCR engine**
  • [OCR-Captcha-Cracker](https://github.com/jeff52415/OCR-Captcha-Cracker)
  • | Aug 31 |
      **NLP Technical Class [1]**
    [**Missions & Metrics (Dini)**](https://docs.google.com/presentation/d/1xsv8n2JPu3YS6biDYnBZ1mxQo4yZyIptZnqEvLEWo_s/edit?usp=sharing)
  • Tasks of NLP
  • Common Metrics of NLP
    • **NLP Technical Class [2]**
    [**Preprocessing (Dini)**](https://docs.google.com/presentation/d/1y1gs_y_YbGYPAXPGEKCMThzCuJEdIiDwFbPqYWr7_JQ/edit?usp=sharing)
  • Removing
  • Normalizing
  • Tokenize
  • | -Sep 2 |
      **NLP Technical Class [3]**
    [**Basic Encodings and Embeddings (Tsung-Wei)**](https://github.com/Cinnamon/2021TWBootcamp/tree/main/natural_language_processing/pre-train%20I)
  • Embedding definition
  • One-hot enocding
  • TF-IDF
  • N-gram
  • Word2Vec
  • Glove
  • | +Sep 2 |
      **NLP Technical Class [3]**
    [**Basic Encodings and Embeddings (Tsung-Wei)**](https://github.com/Cinnamon/2021TWBootcamp/tree/main/natural_language_processing/Basic%20Encodings%20and%20Embeddings)
  • Embedding definition
  • One-hot enocding
  • TF-IDF
  • N-gram
  • Word2Vec
  • Glove
  • | Sep 7 |
      **NLP Technical Class [4]**
    [**Pre-training II (Ian)**]()
  • Language models
  • Transformer
  • BERT: pre-training and fine-tuning
  • | Sep 9 |
      **CV Course7**
    **Vision transformer & Evolution (Jeff)**
  • DeiT, ViT
  • CaiT
  • VOVO
    • **Appendix A**
  • Research Review Flow (Dini)
  • | Sep 14 | **Pitching**
  • [Presentation](https://docs.google.com/presentation/d/1gfDYN5-RllJ33KLRo_GM8wRylgQ5dlHfMeFq02RKXEU/edit?usp=sharing) (Paul)
  • |